| Modifier and Type | Class and Description |
|---|---|
class |
BaseEstimator |
| Modifier and Type | Class and Description |
|---|---|
class |
NDArrayWrapper |
class |
NumpyArrayWrapper |
| Modifier and Type | Class and Description |
|---|---|
class |
Booster |
class |
LGBMClassifier |
class |
LGBMRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
CSRMatrix |
| Modifier and Type | Class and Description |
|---|---|
class |
Classifier |
class |
Clusterer |
class |
Estimator |
class |
Initializer |
class |
LabelEncoderClassifier |
class |
MultiTransformer |
class |
Regressor |
class |
Selector |
class |
Transformer |
| Modifier and Type | Class and Description |
|---|---|
class |
CategoricalImputer |
class |
DataFrameMapper |
class |
TransformerPipeline |
| Modifier and Type | Class and Description |
|---|---|
class |
KMeans |
class |
MiniBatchKMeans |
| Modifier and Type | Class and Description |
|---|---|
class |
IncrementalPCA |
class |
PCA |
| Modifier and Type | Class and Description |
|---|---|
class |
DummyClassifier |
class |
DummyRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
EnsembleClassifier |
class |
EnsembleRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
BaggingClassifier |
class |
BaggingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
ForestClassifier |
class |
ForestRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
BinomialDeviance |
class |
ExponentialLoss |
class |
GradientBoostingClassifier |
class |
GradientBoostingRegressor |
class |
LogOddsEstimator |
class |
LossFunction |
class |
MeanEstimator |
class |
MultinomialDeviance |
class |
PriorProbabilityEstimator |
class |
QuantileEstimator |
class |
ScaledLogOddsEstimator |
class |
ZeroEstimator |
| Modifier and Type | Class and Description |
|---|---|
class |
IsolationForest |
| Modifier and Type | Class and Description |
|---|---|
class |
AdaBoostRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
VotingClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
DictVectorizer |
| Modifier and Type | Class and Description |
|---|---|
class |
CountVectorizer |
class |
TfidfTransformer |
class |
TfidfVectorizer |
| Modifier and Type | Class and Description |
|---|---|
class |
PySelector |
class |
SelectFromModel |
class |
SelectKBest |
| Modifier and Type | Class and Description |
|---|---|
class |
LinearClassifier |
class |
LinearRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
LogisticRegression |
| Modifier and Type | Class and Description |
|---|---|
class |
RidgeClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
SGDClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
OneVsRestClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
GaussianNB |
| Modifier and Type | Class and Description |
|---|---|
class |
KNeighborsClassifier |
class |
KNeighborsRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
MLPClassifier |
class |
MLPRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
FeatureUnion |
class |
Pipeline |
| Modifier and Type | Class and Description |
|---|---|
class |
Binarizer |
class |
FunctionTransformer |
class |
Imputer |
class |
LabelBinarizer |
class |
LabelEncoder |
class |
MaxAbsScaler |
class |
MinMaxScaler |
class |
MultiOneHotEncoder |
class |
OneHotEncoder |
class |
PolynomialFeatures |
class |
RobustScaler |
class |
StandardScaler |
| Modifier and Type | Class and Description |
|---|---|
class |
LibSVMClassifier |
class |
LibSVMRegressor |
class |
LinearSVC |
class |
OneClassSVM |
| Modifier and Type | Class and Description |
|---|---|
class |
TreeClassifier |
class |
TreeRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
EstimatorProxy |
class |
SelectorProxy |
| Modifier and Type | Class and Description |
|---|---|
class |
Alias |
class |
CategoricalDomain |
class |
ContinuousDomain |
class |
Domain |
class |
MultiDomain |
| Modifier and Type | Class and Description |
|---|---|
class |
Splitter |
| Modifier and Type | Class and Description |
|---|---|
class |
PMMLPipeline |
class |
Verification |
| Modifier and Type | Class and Description |
|---|---|
class |
Aggregator |
class |
CutTransformer |
class |
ExpressionTransformer |
class |
LookupTransformer |
class |
MultiLookupTransformer |
class |
PMMLLabelBinarizer |
class |
PMMLLabelEncoder |
class |
PowerFunctionTransformer |
class |
StringNormalizer |
| Modifier and Type | Class and Description |
|---|---|
class |
H2OFrameCreator |
| Modifier and Type | Class and Description |
|---|---|
class |
RuleSetClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
StackingEstimator |
| Modifier and Type | Class and Description |
|---|---|
class |
XGBClassifier |
class |
XGBRegressor |
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